Triple

T18099599
Position Surface form Disambiguated ID Type / Status
Subject John McClane E433178 entity
Predicate notableEnemy P11706 FINISHED
Object Thomas Gabriel
Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
E1305953 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Thomas Gabriel | Statement: [John McClane, notableEnemy, Thomas Gabriel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Gabriel
Context triple: [John McClane, notableEnemy, Thomas Gabriel]
  • A. Julius Roger
    Julius Roger was a 19th-century German physician and entomologist known for his taxonomic work describing numerous insect species.
  • B. Gabriel Elijah Simon
    Gabriel Elijah Simon is a child of American singer-songwriter Edie Brickell and her husband, musician and actor Paul Simon.
  • C. Thomas Bidegain
    Thomas Bidegain is a French screenwriter, director, and frequent collaborator of filmmaker Jacques Audiard, known for co-writing acclaimed films such as "A Prophet" and "Rust and Bone."
  • D. William Garin
    William Garin is a skilled European mercenary archer who becomes a key defender of China against monstrous creatures in the fantasy action film "The Great Wall."
  • E. John Gonsalves
    John Gonsalves is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Gonsalves.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thomas Gabriel
Triple: [John McClane, notableEnemy, Thomas Gabriel]
Generated description
Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Gabriel
Target entity description: Thomas Gabriel is the primary cyber-terrorist antagonist in the film "Live Free or Die Hard," where he orchestrates a massive digital attack against the United States and clashes with NYPD detective John McClane.
  • A. Julius Roger
    Julius Roger was a 19th-century German physician and entomologist known for his taxonomic work describing numerous insect species.
  • B. Gabriel Elijah Simon
    Gabriel Elijah Simon is a child of American singer-songwriter Edie Brickell and her husband, musician and actor Paul Simon.
  • C. Thomas Bidegain
    Thomas Bidegain is a French screenwriter, director, and frequent collaborator of filmmaker Jacques Audiard, known for co-writing acclaimed films such as "A Prophet" and "Rust and Bone."
  • D. William Garin
    William Garin is a skilled European mercenary archer who becomes a key defender of China against monstrous creatures in the fantasy action film "The Great Wall."
  • E. John Gonsalves
    John Gonsalves is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Gonsalves.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b90916008190a1f110bd7ced5473 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddb521448190b97d2b2aa7e4d7e6 completed April 19, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035da20f94819090c84d998426fc69 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a036eced4d48190b09d210a5e301b60 completed May 12, 2026, 6:17 p.m.
NED2 Entity disambiguation (via description) batch_6a036f5fe6a4819087423eeb221179e4 completed May 12, 2026, 6:20 p.m.
Created at: April 10, 2026, 10:27 a.m.